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【信號處理】通信信號處理、小波與信號處理、數字信號處理、統計信號處理、自適應信號處理、語音信號處理等

Signal Processing: Communication and Signal Processing, Wavelet and Signal Processing, Digital Signal Processing, Statistical Signal Processing, Adaptive Signal Processing, Speech Signal Processing, etc.

 

【圖像處理】數字圖像處理、圖像分割、圖像壓縮、圖像恢復、圖像特征提取、圖像傳輸、光學圖像處理、雷達聲納圖像處理、紅外圖像處理、衛星圖像處理等

Image Processing: Digital Image Processing, Image Segmentation, Image Compression, Image Restoration, Image Feature Extraction, Image Transfer and Transform, Optical Image Processing, Radar and Image Processing, Infrared Image Processing, Sattlite Image Processing, etc.

 

【數據挖掘】文本挖掘、網絡入侵檢測、時間序列奇異點檢測

Data Mining and Knowledge Discovery: Text Mining, Network Intrusion Detection, Singularity Detection of Time Series

 

MatlabVCMatlabVC++編程,以及混合接口編程

Matlab , Visual C++ and Interface Programming

 

【人工智能與模式識別】機器學習、特征提取、主成分分析、K-L變換、模式分類、貝葉斯統計、KNN分類、最近鄰法、C均值聚類、K均值聚類(k-means聚類)、支持向量機、模板匹配、人臉識別、手寫體漢字識別、車牌識別、指紋識別等

Artificial Intelligence and Patten Recognition: Machine Learning, Feature Extraction, Principal Components Analysis(PCA), Karhunen-Loeve Transform, Patten Classification, Bayesian Statistics, K Nearest Neighbor Classification, Nearest Neighbor Classification, C Mean Cluster Analysis, K Mean Cluster Analysis, Support Vector Machines(SVM), Deformable Templates, Face Recognition, Hand

Writing Recognition, Car Logo Recognition, Fingerprint Recognition

 

【神經網絡】BP神經網絡、RBF神經網絡、Hopfield神經網絡、小波神經網絡、模糊神經網絡、遺傳神經網絡等

Neural Network: Pack Propagation Neural Networks, Radius Basis Function Neural Networks, Hopfield Neural Networks, Wavelet Neural Networks, Fuzzy Neural Networks, Genetic Algorithms Neural Networks

 

【群體智能算法】遺傳算法、遺傳規劃、進化算法、免疫算法、蟻群算法、粒子群算法、人工魚群算法、蜂群算法、蛙跳算法等

Genetic Algorithms: Genetic Algorithms and Genetic Programming, Evolutionary Genetic Algorithms, Immune Genetic Algorithms

 

【混沌分形】相空間重構、時間序列的非線性動力學分析,混沌時間序列預測、分析及其應用

Chaos and Fractal: Phase-Space Reconstruction, Times Delay, Autocorrelation, Mutual Information, C-C Method, Embedding Dimension, False Nearest Neighbor(FNN), Cao, Correlation Dimension, Grassberger-Procaccia Algorithms, Kolmogorov Entropy, Lyapunov Exponent Spectrum, Wolf Method, Small Data Sets Method, Nonlinear Dynamics, Prediction of Chaotic time series, Analysis and Application of Chaotic time series, Lorenz, Duffing, Attractors, Theory and Application of Chaos and Fractal

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